Why does resistance reduce when a conductive fabric is stretched?

It probably causes closer contact between conductive bits, however note that your observation is not universally true. For example, this fabric from Holland Shielding has the following note:

When the material is stretched lengthwise, its conductivity increases; when you stretch it crosswise, conductivity decreases